Embeddings: What they are and why they matter

Поділитися
Вставка
  • Опубліковано 26 вер 2024
  • Extensive notes to accompany this talk: simonwillison....

КОМЕНТАРІ • 31

  • @nursenayeneredit7251
    @nursenayeneredit7251 11 місяців тому +11

    These 38 minutes changed my next 38 years

  • @bbcc2960
    @bbcc2960 2 місяці тому

    Thank you for sharing.

  • @_ramen
    @_ramen 5 місяців тому

    very great demo, thanks for sharing!
    this is an excellent example of practical use of embeddings.

  • @tutacat
    @tutacat 3 місяці тому

    This is the best fundamental way of describing embeddings.

  • @martinjohnpeck
    @martinjohnpeck 11 місяців тому +6

    This has been a timely and really useful presentation. Thank you for posting it!

  • @thanhquachable
    @thanhquachable 11 місяців тому +2

    Thanks Simon for sharing your knowledge. This video is so underrated.

  • @MatthewTerry-suade
    @MatthewTerry-suade 2 місяці тому

    Thank you, very informative

  • @donpark2832
    @donpark2832 11 місяців тому +1

    Great talk. Thoroughly enjoyed it. Thanks!

  • @Clammer999
    @Clammer999 4 місяці тому

    I’m totally new to embeddings and this video inspired me to want learn even more!

  • @RobertBell-c5n
    @RobertBell-c5n 11 місяців тому +2

    A nice and very inspiring presentation! Thank you!

  • @zgintasz2
    @zgintasz2 6 місяців тому +4

    "vibes-based search" lol. love the term you invented.

  •  11 місяців тому

    Great talk. Very interesting subject.

  • @curtisblake261
    @curtisblake261 8 місяців тому

    Impressive fast talking and fast scrolling. A lot of knowledge and experience for sure. I guess I'll have to do some digging if I want to really benefit from this lecture.

  • @brandonbennett7851
    @brandonbennett7851 11 місяців тому

    Brilliant!!! (as always)

  • @tutacat
    @tutacat 3 місяці тому

    This man is truly based.

  • @vmstanford
    @vmstanford 11 місяців тому +1

    Great work! I will definitely follow up on your website. Some of the clustering results are really remarkable. Have you thought about hierarchal clustering on the embeddings to see if a sensible taxonomy emerges?

  • @miikalewandowski7765
    @miikalewandowski7765 10 місяців тому +1

    How does the semantic vectorization of a word look like, in a mathematical sense ? Is it like every word has it’s spatial ID (coordinate) and gets kind of multiplied with a vector array of assoziatives IDs?

  • @tutacat
    @tutacat 3 місяці тому

    This is what microsoft recall wants to do

  • @BuFu1O1
    @BuFu1O1 11 місяців тому

    Can you show us some Imagebind unix-fu?

  • @BuFu1O1
    @BuFu1O1 11 місяців тому

    damn!!!

  • @loicleray
    @loicleray 11 місяців тому +1

    That was awesome. Thank you for uploading it!

  • @schalkdormehl3057
    @schalkdormehl3057 3 місяці тому

    Mask, in 2023...

  • @asiddiqi123
    @asiddiqi123 8 місяців тому +4

    Why are you wearing a mask 😷?

    • @KayButtonJay
      @KayButtonJay 7 місяців тому +3

      Maybe he doesn’t want to get people sick genius

    • @schalkdormehl3057
      @schalkdormehl3057 3 місяці тому

      @@KayButtonJay he wouldn't if he didn't wear a mask either.

  • @energyexecs
    @energyexecs 2 місяці тому

    Thank you Simon Wilson. Great information. I especially like how you demonstrated the development of your own tools. Finally my thoughts is your presentation in an executive summary format will educate policy makers in both the enterprise and government sector who seem to have fear of AI. For example my company has an existing early policy that employees are not allowed to use AI or ChatGPT. At the same time my Use Case to leverage RAG was to augment our LLM was accepted by our AI Review Committee. My thought is the enterprise companies will be careful and prudent in the rollout of LLMs and AI tools because they will want “security rails” in place. Thank you.

  • @sebastianwagner5843
    @sebastianwagner5843 5 місяців тому

    Things start to become magical.

  • @canadianrepublican1185
    @canadianrepublican1185 2 місяці тому

    Thank you .

  • @rileydavidjesus
    @rileydavidjesus 9 місяців тому

    What a genius